shibukawa

Initialize, author, validate, compile, search, query, audit, and maintain AI-friendly Markdown specification corpora. Use when Codex works with canonical target specs in specs/, shared specs in specs/shared/, generated artifacts in .speccompiler/generated/, project assets in spec-assets/, BACKLOG.md, speccompiler-style frontmatter facts, JSONL knowledge bases, backlinks, context bundles, impact analysis, corpus feedback, initial wizard blueprints, or Markdown backlog progress tracking.

Configure and use runtask for everyday development, middleware containers, VS Code task execution, and Web UI-driven CI/CD workflows. Use when creating or editing .vscode/tasks.json or runtask-ui.yaml, generating language and container tasks, replacing Docker Compose with lightweight local tasks, adding TCP or HTTP readiness checks, configuring branches, auth, schedules, artifacts, storage, or runtime modes, and answering runtask CLI questions.